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基于聚光灯的视网膜手术器械定位的理论误差分析

Theoretical error analysis of spotlight-based instrument localization for retinal surgery.

作者信息

Zhou Mingchuan, Hennerkes Felix, Liu Jingsong, Jiang Zhongliang, Wendler Thomas, Nasseri M Ali, Iordachita Iulian, Navab Nassir

机构信息

College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China.

Chair for Computer Aided Medical Procedures and Augmented Reality, Computer Science Department, Technische Universität München, Munchen, Germany.

出版信息

Robotica. 2023 May;41(5):1536-1549. doi: 10.1017/s0263574722001862. Epub 2023 Jan 26.

Abstract

Retinal surgery is widely considered to be a complicated and challenging task even for specialists. Image-guided robot-assisted intervention is among the novel and promising solutions that may enhance human capabilities therein. In this paper, we demonstrate the possibility of using spotlights for 5D guidance of a microsurgical instrument. The theoretical basis of the localization for the instrument based on the projection of a single spotlight is analyzed to deduce the position and orientation of the spotlight source. The usage of multiple spotlights is also proposed to check the possibility of further improvements for the performance boundaries. The proposed method is verified within a high-fidelity simulation environment using the 3D creation suite Blender. Experimental results show that the average positioning error is 0.029 mm using a single spotlight and 0.025 mm with three spotlights, respectively, while the rotational errors are 0.124 and 0.101, which shows the application to be promising in instrument localization for retinal surgery.

摘要

即使对于专家而言,视网膜手术也被广泛认为是一项复杂且具有挑战性的任务。图像引导的机器人辅助干预是可能增强人类在此方面能力的新颖且有前景的解决方案之一。在本文中,我们展示了使用聚光灯对显微手术器械进行五维引导的可能性。分析了基于单个聚光灯投影的器械定位理论基础,以推导聚光灯源的位置和方向。还提出使用多个聚光灯来检验性能边界进一步改善的可能性。所提出的方法在使用3D创作套件Blender的高保真模拟环境中得到验证。实验结果表明,使用单个聚光灯时平均定位误差分别为0.029毫米,使用三个聚光灯时为0.025毫米,而旋转误差分别为0.124和0.101,这表明该应用在视网膜手术器械定位方面很有前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a42b/10655674/035983563e63/nihms-1938722-f0001.jpg

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Spotlight-based 3D Instrument Guidance for Retinal Surgery.用于视网膜手术的基于聚光灯的3D器械引导
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